Enrico Zimuel

Enrico Zimuel

Tech Lead & Principal Software Engineer

Articles by Enrico Zimuel

Your AI agent reads the fine print: building a RAG pipeline over EU regulations with Elasticsearch and OGX

Learn how to configure Elasticsearch as an OGX vector store, ingest EU regulation PDFs and build a Python RAG agent that runs hybrid BM25 and vector search with source-level citations.

Enrico Zimuel

How to build agentic AI applications with Mastra and Elasticsearch

Learn how to build agentic AI applications using Mastra and Elasticsearch through a practical example.

Enrico Zimuel

The Gemini CLI extension for Elasticsearch with tools and skills

Introducing Elastic’s extension for Google's Gemini CLI to search, retrieve, and analyze Elasticsearch data in developer and agentic workflows.

Walter Rafelsberger

Introducing Elasticsearch support in the Google MCP Toolbox for Databases

Explore how Elasticsearch support is now available in the Google MCP Toolbox for Databases and leverage ES|QL tools to securely integrate your index with any MCP client.

Enrico Zimuel

Building agentic applications with Elasticsearch and Microsoft’s Agent Framework

Learn how to use Microsoft Agent Framework with Elasticsearch to build an agentic application that extracts ecommerce data from Elasticsearch client libraries using ES|QL.

Enrico Zimuel

First to hybrid search: with Elasticsearch and Semantic Kernel

Learn how use hybrid search and the Semantic Kernel connector with Elasticsearch to improve retrieval results.

Enrico Zimuel

From ES|QL to PHP objects

Learn how to execute and manage ES|QL queries in PHP. Follow this guide to map ES|QL results to a PHP object or custom class.

Enrico Zimuel

How to use Elasticsearch to prompt ChatGPT with natural language

This blog post presents an experimental project for querying Elasticsearch in natural language using ChatGPT.

Enrico Zimuel